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Beyond the GenAI gold rush: Mapping entrepreneurial tensions in the age of generative artificial intelligence 超越GenAI淘金热:绘制生成式人工智能时代的创业紧张关系
IF 0.6 Q3 ANTHROPOLOGY Pub Date : 2025-05-07 DOI: 10.1111/napa.70016
Matt Artz, Yaya Ren

As generative artificial intelligence (GenAI) emerges as the latest technological gold rush, this preliminary study examines how entrepreneurs made sense of this transformative moment in the early months of ChatGPT. Through semi-structured interviews with entrepreneurs adopting GenAI, observations of AI creators in Silicon Valley, and computational analysis of our qualitative data, as well as Twitter discourse, we reveal a complex reality beneath the media hype. While Twitter discourse initially showed entrepreneurs aligning with techno-optimistic expectations of their imagined audience, our ethnographic data exposed deeper tensions around job displacement, bias, privacy, alignment, and the more significant ethical and societal implications. The contrast between publicly oriented Twitter data and self-reflective ethnographic data exemplifies the complex ways that entrepreneurs wrestle with their identity as innovators—a tension between public displays of optimism and internal grappling with uncertainty around AI. Drawing on Madsen et al.’s concept of productive friction, we employ this framework in two complementary ways: as an analytical lens for understanding entrepreneurs’ cognitive dissonance and as a methodological principle that deliberately generates tensions through the use of traditional and computational approaches. We argue that these contradictions serve as constructive catalysts for more thoughtful innovation and adoption of Gen AI by forcing critical examination of assumptions and practices. Our mixed-methods approach, therefore, demonstrates a way to capture, analyze, and understand emerging productive frictions surrounding implications for entrepreneurship while contributing to emerging techno-anthropological discourse and approaches for studying technological transformation.

随着生成式人工智能(GenAI)成为最新的技术淘金热,这项初步研究探讨了企业家在ChatGPT最初几个月是如何理解这一变革时刻的。通过对采用GenAI的企业家的半结构化访谈、对硅谷人工智能创造者的观察、对定性数据的计算分析以及Twitter话语的分析,我们揭示了媒体炒作背后的复杂现实。虽然Twitter上的讨论最初表明企业家与他们想象中的受众对技术乐观的期望保持一致,但我们的人种学数据揭示了围绕工作取代、偏见、隐私、一致性以及更重要的道德和社会影响的更深层次的紧张关系。面向公众的Twitter数据和自我反思的人种学数据之间的对比,体现了企业家与他们作为创新者的身份斗争的复杂方式——一种公开表现出的乐观与围绕人工智能的不确定性之间的紧张关系。根据Madsen等人的生产性摩擦概念,我们以两种互补的方式使用这个框架:作为理解企业家认知失调的分析视角,以及作为通过使用传统和计算方法故意产生紧张关系的方法论原则。我们认为,这些矛盾通过强制对假设和实践进行批判性审查,成为更周到的创新和采用新一代人工智能的建设性催化剂。因此,我们的混合方法方法展示了一种捕捉、分析和理解围绕创业影响的新兴生产摩擦的方法,同时为新兴的技术人类学话语和研究技术转型的方法做出贡献。
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引用次数: 0
Anthropology and Entrepreneurship Research: Introduction to the 2023 Symposium Papers 人类学与创业研究:2023年学术研讨会论文导论
IF 0.6 Q3 ANTHROPOLOGY Pub Date : 2025-05-07 DOI: 10.1111/napa.70020
Patricia L. Sunderland, Edward Liebow

The papers presented in this special section were originally prepared for the American Anthropological Association's fourth annual symposium on anthropology and entrepreneurship, held in Toronto in November 2023 and sponsored by the Ewing Marion Kauffman Foundation. This special section follows two compilations from earlier Foundation-sponsored symposia. The Foundation has provided support to the Association to recognize innovative ways of thinking about entrepreneurship, with a particular focus on (1) entrepreneurial behavior and the social, cultural, and economic institutions that facilitate the emergence and ongoing support of such behavior; (2) innovative approaches to entrepreneurship training and development; (3) partnerships and financial instruments that support new enterprises; and (4) innovative approaches to enterprises that explicitly aim to serve public interests and/or urgent social needs.

在这个特别部分中介绍的论文最初是为2023年11月在多伦多举行的由尤因·马里昂·考夫曼基金会赞助的美国人类学协会第四届人类学与企业家精神年度研讨会准备的。这个特别的部分遵循了两个早期基金会赞助的专题讨论会的汇编。基金会向协会提供支持,以表彰对创业的创新思维方式,特别关注(1)创业行为以及促进这种行为出现和持续支持的社会、文化和经济机构;(2)创新创业培训与发展方式;(三)支持新企业的合作伙伴关系和金融工具;(4)对明确以服务公共利益和(或)迫切社会需求为目标的企业进行创新。
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引用次数: 0
Necro-Forensic Spectrum: Employing Necropolitics in Forensic Anthropological Practice and Research 死亡-法医光谱:在法医人类学实践与研究中运用死亡政治学
IF 0.6 Q3 ANTHROPOLOGY Pub Date : 2025-05-07 DOI: 10.1111/napa.70017
Lucia Elgerud, Molly Miranker, William Cawley

Several forensic anthropologists have moved toward engaging with both social theory and advocacy for social justice in recent years. Necropolitical theory has been the object of some attention in this realm, primarily in the context of human rights violations. However, explorations of marrying forensic anthropological practices with necropolitics have not accounted for the theoretical origin of the latter as defined by Mbembe. Further, there is a lack of clarity on how the framework relates to similar theories that have been applied to forensic casework, such as structural violence and (recently) structural vulnerability. Here we discuss the philosophical origin and evolution of necropolitics and related theories, focusing on how they correspond with postmortem analyses. We conclude with a schematic of how and in what context forensic anthropologists can incorporate necro-theories in our work to better engage with social justice and advocacy for the communities we serve—communities of survivors, mourners, and families of the dead.

近年来,一些法医人类学家已经开始从事社会理论和倡导社会正义的工作。在这一领域,主要是在侵犯人权的背景下,死亡政治理论一直是一些关注的对象。然而,将法医人类学实践与死亡政治结合起来的探索并没有解释Mbembe所定义的后者的理论起源。此外,该框架与应用于法医案件工作的类似理论(如结构性暴力和(最近的)结构性脆弱性)之间的关系尚不清楚。在这里,我们讨论了死亡政治和相关理论的哲学起源和演变,重点是它们如何与死后分析相对应。最后,我们概述了法医人类学家如何以及在何种背景下将死亡理论纳入我们的工作,以更好地参与社会正义,并为我们所服务的社区——幸存者、哀悼者和死者家属的社区——辩护。
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引用次数: 0
Exploring the Digital Financial Service in Bangladesh: Unraveling the Dynamics of Trust, Fear, and Privacy 探索孟加拉国的数字金融服务:揭示信任、恐惧和隐私的动态
IF 0.6 Q3 ANTHROPOLOGY Pub Date : 2025-05-07 DOI: 10.1111/napa.70018
Faruq Hossain, M. Rezaul Islam, Shahaduz Zaman

The main objective of this research is to understand the dynamics of trust, fear, and privacy in the onboarding process for digital financial services (DFS) that have been playing a crucial role in bringing unbanked and underbanked populations into the formal financial ecosystem. The study employed qualitative data collection methods, including in-depth case interviews, key informant interviews, focus group discussions, and observation, with diverse individuals from urban, semi-urban, and rural areas. Results showed that the onboarding pathway into DFS comprises three phases—pre, during, and post—and involves trust, fear, and privacy, which are context-dependent. Understanding the local dynamics of trust, fear, and privacy is crucial to comprehending the onboarding process, considering the collective nature of Bangladeshi culture, where privacy for sharing private information is a major concern. Findings would be an important guideline for service agents, development practitioners, and policymakers to foster financial inclusion.

本研究的主要目的是了解数字金融服务(DFS)入组过程中信任、恐惧和隐私的动态,这些服务在将无银行账户和银行服务不足的人群带入正规金融生态系统方面发挥着至关重要的作用。本研究采用定性数据收集方法,包括深入案例访谈、关键信息提供者访谈、焦点小组讨论和观察,涉及来自城市、半城市和农村地区的不同个体。结果表明,进入DFS的入职途径包括三个阶段:入职前、入职期间和入职后,并涉及信任、恐惧和隐私,这三个阶段与情境相关。考虑到孟加拉国文化的集体性质,分享私人信息的隐私是一个主要问题,了解信任、恐惧和隐私的当地动态对于理解入职过程至关重要。研究结果将成为服务机构、发展从业者和政策制定者促进普惠金融的重要指南。
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引用次数: 0
Ethnographies of global health governance and diplomacy: A practical guide 全球卫生治理和外交的民族志:实用指南
IF 0.6 Q3 ANTHROPOLOGY Pub Date : 2025-04-28 DOI: 10.1111/napa.70014
Rachel Irwin

In the past two decades, medical anthropology has increasingly turned its attention to the global, including ethnographic fieldwork at global health mega-events and the processes behind global health initiatives. Similar developments have taken place in political and legal anthropology, with researchers looking at United Nations organizations, transnational epistemic communities, and other global sites of policy-making. Ethnographic methods have also become popular in International Relations, particularly in research on diplomatic practices. Despite the need for and interest in ethnographic research on global health diplomacy, governance, and politics, there are practical and ethical challenges to doing fieldwork in “global” spaces. In this essay, I discuss defining and accessing the field, everyday life in the field, and ethical challenges. I draw upon examples from over a decade of fieldwork at and around the World Health Organization (WHO). I also discuss how other ethnographers have approached global health diplomacy, governance, and politics.

在过去的二十年中,医学人类学越来越多地将其注意力转向全球,包括在全球卫生大型活动中的人种学田野调查和全球卫生倡议背后的过程。在政治和法律人类学中也发生了类似的发展,研究人员关注联合国组织、跨国认知社区和其他全球决策场所。民族志方法在国际关系中也很流行,特别是在外交实践的研究中。尽管对全球卫生外交、治理和政治的人种学研究有需求和兴趣,但在“全球”空间进行实地考察存在实际和伦理挑战。在这篇文章中,我讨论了该领域的定义和访问,该领域的日常生活以及伦理挑战。我引用了世界卫生组织(世卫组织)内外十多年实地工作的例子。我还讨论了其他民族学家是如何处理全球卫生外交、治理和政治的。
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引用次数: 0
Performing and evaluating creditworthiness: Bank loans and the financial inclusion of micro/small enterprises in China 信用的执行与评估:中国的银行贷款与小微企业的普惠金融
IF 0.6 Q3 ANTHROPOLOGY Pub Date : 2025-04-24 DOI: 10.1111/napa.70015
Han Tao

Despite being key to China's economic development, micro and small enterprises have long faced difficulties in accessing bank financing. Consequently, the government has introduced digital lending platforms like “Credit Easy Loan” to enable “creditworthy” microentrepreneurs to obtain collateral-free loans. These platforms are expected to collect and integrate social credit data, thus easing the information asymmetry between banks and private enterprises. Based on 10 months of fieldwork in two Chinese cities, this paper investigates banks’ digital and nondigital credit assessment practices and the varied experiences of business loan applicants. It finds that banks and microentrepreneurs may work with underground intermediaries to manipulate application material for different purposes. Microentrepreneurs, especially those without local tangible assets or social networks, still face credit constrains, and discrimination in loan applications. This paper hopes to further our understanding of the social practice around digitalized credit and the dynamics between financial inclusion policies and local implementation.

尽管小微企业是中国经济发展的关键,但长期以来,它们在获得银行融资方面一直面临困难。因此,政府推出了“信用易贷”等数字借贷平台,使“信誉良好”的微型企业家能够获得无抵押贷款。这些平台有望收集和整合社会信用数据,从而缓解银行与私营企业之间的信息不对称。本文在中国两个城市进行了为期10个月的实地调查,调查了银行的数字化和非数字化信用评估实践以及商业贷款申请人的不同经历。报告发现,银行和微型企业家可能与地下中介机构合作,为不同目的操纵申请材料。微型企业家,特别是那些没有当地有形资产或社交网络的微型企业家,仍然面临信贷限制和贷款申请歧视。本文希望加深我们对数字化信贷的社会实践以及普惠金融政策与地方实施之间的动态关系的理解。
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引用次数: 0
The intertwined legacies at the heart of ethnographic field schools: A case from the NC State University Guatemala field school 民族志田野学校核心的相互交织的遗产:来自北卡州立大学危地马拉田野学校的案例
IF 0.6 Q3 ANTHROPOLOGY Pub Date : 2025-04-10 DOI: 10.1111/napa.70013
Tim Wallace

Ethnographic field schools provide students a real-world experience in data gathering, analysis, and report writing. The field sites themselves become a key element in the learning process as students move out into the field with increasing confidence through the weeks of the program. The people and communities they encounter are both affected by and affect this interchange of local knowledge and cultures with students whose backgrounds are usually quite different. Veteran program leaders bring their own knowledge of the student learning process to the field site where they have made connections with community members to facilitate the entire process. Their role makes it more likely that successful outcomes will last well beyond the season's fieldwork. This issue of Annals of Anthropological Practice features several examples of the long-term benefits, that is, the legacy, of ethnographic field schools. They illustrate different field school models, all with positive, long-term legacies, often with applied and praxis components. In this paper, I discuss the outcomes of my field school programs and why the ethnographic field school is, or should be, a vital component of not only graduate, but also undergraduate programs. My immediate frame of reference for this paper is the 17 years of programming in Guatemala, but I have done 10 more seasons in other places (Hungary, Costa Rica, and Colombia). My path to lead these programs was heavily influenced by the legacies of other colleagues, both before me and those whom I met while doing my own program, including some of the authors in this issue.

人种学实地学校为学生提供了数据收集、分析和报告写作方面的实际经验。实地地点本身成为学习过程中的一个关键因素,因为学生们在几周的课程中越来越自信地进入实地。他们遇到的人和社区既受到当地知识和文化交流的影响,也影响着背景通常截然不同的学生。资深项目负责人将他们自己对学生学习过程的了解带到现场,在那里他们与社区成员建立了联系,以促进整个过程。他们的作用使成功的成果更有可能在本赛季的实地考察之后持续下去。本期《人类学实践年鉴》以几个例子为特色,展示了民族志实地学校的长期利益,即遗产。他们展示了不同的实地学校模式,都有积极的、长期的遗产,通常有应用和实践的组成部分。在本文中,我讨论了我的实地学校项目的成果,以及为什么民族志实地学校不仅是或应该是研究生项目的重要组成部分,而且是本科项目的重要组成部分。我这篇论文的直接参考框架是在危地马拉17年的节目,但我在其他地方(匈牙利、哥斯达黎加和哥伦比亚)做了10多季的节目。我领导这些项目的道路深受其他同事的影响,包括我之前的同事和我在做自己的项目时遇到的同事,包括本期的一些作者。
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引用次数: 0
A research and publication-oriented undergraduate ethnographic field school: The BYU experience in Guatemala 以研究和出版为导向的本科人种学实地学校:杨百翰大学在危地马拉的经历
IF 0.6 Q3 ANTHROPOLOGY Pub Date : 2025-03-24 DOI: 10.1111/napa.70012
Walter Randolph Adams, John P. Hawkins

Brigham Young University hosted a long-term undergraduate ethnographic field school in Guatemala. Among its achievements are the publication of five peer-reviewed publications in which the central chapters were written by the young scholars. This essay provides an overview of that program and its legacy for the participants and the communities involved. We also discuss the relevance of publication-oriented field schools to improve undergraduate education and strengthen the discipline.

杨百翰大学(Brigham Young University)在危地马拉举办了一个长期的本科人种学实地学校。它的成就之一是出版了五份同行评议的出版物,其中的中心章节是由年轻学者撰写的。本文概述了该计划及其对参与者和相关社区的影响。本文还讨论了以出版为导向的野外学校与改善本科教育和加强学科建设的相关性。
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引用次数: 0
Gluten-free entrepreneurship and the management of celiac 无谷蛋白创业和乳糜泻管理
IF 0.6 Q3 ANTHROPOLOGY Pub Date : 2025-03-24 DOI: 10.1111/napa.70011
Suzanne Oakdale

Celiac, an incurable autoimmune disease, affecting roughly 1% of the US population, requires an unusually high level of vigilance with respect to diet and food preparation in order to keep foods and the environments of their preparation gluten-free. Compliance with this strict regimen, while alleviating many long-term side effects such as cancer and osteoporosis, often leads to other problems such as social anxiety, depression, and eating disorders, according to a variety of studies. My research, conducted with gluten-free business owners from around the United States, who identify as having celiac, looks at the role these businesses play with respect to the management of celiac. It asks if these businesses are a means of forming “biosocial groups” like those that have formed around other genetic conditions. While these business's websites and physical spaces have functioned to some extent, in the past, as locations in which informal support groups have formed and have been hubs for the dissemination of relatively complex knowledge about diet and aspects of this disease, at present they offer other benefits, including the revaluation of the celiac suffer and have become a means of linking those with celiac to those who do not have this disease. This research fits within contemporary disability research in that it looks at the creative ways that disease and disability are met with innovative practices to construct inhabitable worlds.

乳糜泻是一种无法治愈的自身免疫性疾病,影响了大约1%的美国人口,需要对饮食和食物制备保持异常高的警惕,以保持食物和制备环境的无麸质。根据各种研究,遵守这种严格的养生法,虽然减轻了许多长期的副作用,如癌症和骨质疏松症,但往往会导致其他问题,如社交焦虑、抑郁和饮食失调。我的研究对象是来自美国各地的无谷蛋白企业主,他们都有乳糜泻,研究这些企业在乳糜泻管理中所扮演的角色。它问,这些业务是否是形成“生物社会群体”的一种手段,就像那些在其他遗传条件下形成的群体一样。虽然这些企业的网站和实体空间在某种程度上发挥了作用,在过去,作为非正式支持团体形成的场所,并成为传播有关饮食和乳糜泻方面的相对复杂知识的中心,但目前它们提供了其他好处,包括重新评估乳糜泻的痛苦,并成为将乳糜泻患者与非乳糜泻患者联系起来的一种手段。这项研究适合当代残疾研究,因为它着眼于用创新实践来应对疾病和残疾的创造性方式,以构建可居住的世界。
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引用次数: 0
Legacies of the OSEA ethnography and Maya language field school (1997–2023) OSEA民族志和玛雅语言实地学校的遗产(1997-2023)
IF 0.6 Q3 ANTHROPOLOGY Pub Date : 2025-02-27 DOI: 10.1111/napa.12229
Quetzil E. Castañeda

This article discusses the legacies of the Open School of Ethnography and Anthropology (OSEA) field school programs and projects. OSEA was founded in 2003 in Pisté, Yucatán, Mexico, and continues to offer an array of programs to undergraduates, graduate students, non-students, and scholars. OSEA emerges out of a prior field school program (1997–1999). The article considers the difficulties of how to assess the intangible, immeasurable legacies of field schools, provides a history of OSEA and its precursor, and concludes with a view toward future development.

本文讨论了民族志与人类学开放学校(OSEA)实地学校计划和项目的遗产。OSEA于2003年在墨西哥的皮斯皮斯特(Yucatán)成立,并继续为本科生、研究生、非学生和学者提供一系列项目。OSEA是从以前的实地学校项目(1997-1999)中产生的。本文考虑了如何评估野外学校的非物质、不可估量的遗产的困难,提供了OSEA的历史及其前身,并对未来的发展进行了展望。
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引用次数: 0
期刊
Annals of Anthropological Practice
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